Directory at the HPC²
Biography
Dr. Bohumir Jelinek is a physicist and HPC software developer with an educational background that includes scientific formation from American and European universities. He holds a PhD in Physics with a minor in Mechanical Engineering and an MS in Computer Engineering from Mississippi State University. At present, Dr. Jelinek works on big data processing, numerical models for off-road mobility, and simulations of additive manufacturing. His expertise includes interatomic potential development for material science, numerical modeling of Yagi-Uda antennas, development of automatic speech recognition systems using neural networks and hidden Markov models, discrete element/lattice-Boltzmann method for large particle assemblies in fluid, visualization, MPI parallelization, and deployment of container technologies for HPC applications. He is a member of American Physical Society.
Publications: Researcher ID, Scopus, ORCID, Google scholar, BibTeX
Publications: Researcher ID, Scopus, ORCID, Google scholar, BibTeX
Research Interest
Additive Manufacturing
Implemented 2D thermal finite element model (2d-heat-ded on GitLab) of directed energy deposition additive manufacturing process (animations) in Python using FEniCS framework. The model matched pyrometer measurement of melt pool length and was presented at FEniCS'19 conference and published in the Journal of Manufacturing Processes.
Particle Motion in Fluids
Parallelized 3D LBM code for partially saturated computational cells, coupled with Discrete Element method (summary), featured in MSU headline news.
Alloy Solidification
Parallelized 2D and 3D alloy solidification code (JCP article with source code, presentation), achieved a landmark featured in the 2012/09/19 HPC research spotlight.
XSEDE - single largest Mississippi allocation in 2013
Electrokinetic Phenomena
Revealed Charge density effects on the nanoflow (DOI), presentation, animated pressure equilibarion.
Density Functional Theory, Molecular Dynamics
Developed a MEAM potential for Al, Si, Mg, Cu, and Fe alloys (included in a NIST database), PRB journal article - results reproducible with Python
Speech Recognition using Hidden Markov Models
Worked on ISIP ASR system, sample C++ code and documentation.
Numerical modeling of EM field
Yagi and log-periodic antenna modeling package
takes NEC2 input files, visualizable with Antennavis
Implemented 2D thermal finite element model (2d-heat-ded on GitLab) of directed energy deposition additive manufacturing process (animations) in Python using FEniCS framework. The model matched pyrometer measurement of melt pool length and was presented at FEniCS'19 conference and published in the Journal of Manufacturing Processes.
Particle Motion in Fluids
Parallelized 3D LBM code for partially saturated computational cells, coupled with Discrete Element method (summary), featured in MSU headline news.
Alloy Solidification
Parallelized 2D and 3D alloy solidification code (JCP article with source code, presentation), achieved a landmark featured in the 2012/09/19 HPC research spotlight.
XSEDE - single largest Mississippi allocation in 2013
Electrokinetic Phenomena
Revealed Charge density effects on the nanoflow (DOI), presentation, animated pressure equilibarion.
Density Functional Theory, Molecular Dynamics
Developed a MEAM potential for Al, Si, Mg, Cu, and Fe alloys (included in a NIST database), PRB journal article - results reproducible with Python
Speech Recognition using Hidden Markov Models
Worked on ISIP ASR system, sample C++ code and documentation.
Numerical modeling of EM field
Yagi and log-periodic antenna modeling package
takes NEC2 input files, visualizable with Antennavis
Hobbies
canoeing, swimming, soccer
Selected Publications
Total Publications: 73
Haupt, T., Jelinek, B., Card, A., & Henley, G. (2020). Performance Evaluation of MPI Vs. Apache Spark for Condition Based Maintenance Data. Intelligent Computing. Virtual Conference: Springer. DOI:10.1007/978-3-030-52249-0_3. [Abstract] [Document Site]
Jelinek, B., Young, W. J., II, Dantin, M., Furr, W., Doude, H., & Priddy, M. W. (2020). Two-dimensional Thermal Finite Element Model of Directed Energy Deposition: Matching Melt Pool Temperature Profile to Pyrometer Measurement. Journal of Manufacturing Processes. Elsevier. 57, 187-195. DOI:10.1016/j.jmapro.2020.06.021. [Abstract] [Document] [Document Site]
Jelinek, B. (2019). Experimental and Modeling Capabilities for Off-road Mobility at CAVS, Mississippi State University. University of Wisconsin-Madison. [Document Site]
Peters, J. F., Vahedifard, F., Jelinek, B., Mason, G. L., & Priddy, J. D. (2019). The Discrete Element Method for Vehicle-Terrain Analysis. ISTVS-2019. PRAGUE: ISTVS. [Abstract] [Document] [Document Site]
Jelinek, B., Mason, G. L., Carrillo, A., Priddy, J., & Vahedifard, F. (2019). Large-scale DEM-LBM Modeling towards Off-road Mobility. HPCMP User Group Meeting. Vicksburg, MS. [Abstract] [Document] [Document Site]
Jelinek, B., Young, W. J., II, Dantin, M., Furr, W., Doude, H., & Priddy, M. W. (2020). Two-dimensional Thermal Finite Element Model of Directed Energy Deposition: Matching Melt Pool Temperature Profile to Pyrometer Measurement. Journal of Manufacturing Processes. Elsevier. 57, 187-195. DOI:10.1016/j.jmapro.2020.06.021. [Abstract] [Document] [Document Site]
Jelinek, B. (2019). Experimental and Modeling Capabilities for Off-road Mobility at CAVS, Mississippi State University. University of Wisconsin-Madison. [Document Site]
Peters, J. F., Vahedifard, F., Jelinek, B., Mason, G. L., & Priddy, J. D. (2019). The Discrete Element Method for Vehicle-Terrain Analysis. ISTVS-2019. PRAGUE: ISTVS. [Abstract] [Document] [Document Site]
Jelinek, B., Mason, G. L., Carrillo, A., Priddy, J., & Vahedifard, F. (2019). Large-scale DEM-LBM Modeling towards Off-road Mobility. HPCMP User Group Meeting. Vicksburg, MS. [Abstract] [Document] [Document Site]
